Record, CLM, bronze and silver
CLM-422962
Received 2026-10-11T21:56:22Z, line 3,631 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Debra | Debra | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Hoffman | Hoffman | Unchanged |
| Date of birth | 20-03-1983 | 1983-03-20 | Parsed |
| Gender | M | M | Unchanged |
| Member ID | N/A | — | Cleared |
| SSN | •••-••-8723 | •••-••-8723 | Unchanged |
| Phone | 577-267-0292 | 5772670292 | Parsed |
| - | — | Cleared | |
| Address | 7106 Apache Boulevard | 7106 Apache Blvd | Changed |
| City | TAMPA | Tampa | Changed |
| State | FL | FL | Unchanged |
| ZIP | 33631 | 33631 | Unchanged |
| Group | GRP-5315 | GRP-5315 | Unchanged |
| Plan | ·null | — | Cleared |
- Quality score
- 0.76
- Name key
- debra|hoffman
- Address key
- 7106|apache|33631
- Canonical first
- debra
Quality flags
6 raised during normalisation
- Date of birth reformattedDate of birth rewritten to ISO 8601 from a source format (MM/DD/YYYY, YYYYMMDD, Mon D, YYYY)
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- City re-casedCity re-cased to Title Case
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| CLM-422963 | 0.99 | Scored | — | Auto-linked |
| ENR-130052 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
Resolution
Linked 2026-10-19 19:54:36
- Identity
- MBR-017186
- Method
- Scored
- Confidence
- 0.99
- Rule
- weighted score, no rule
Golden record: Debra Hoffman, 1983-03-20, 3 records, Verified
Evidence
Matched against CLM-422963
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 | |
| Address | 1.00 | 2.0 | exact |
Audit
5 hash-chained entries for this record
- Record linked automaticallyde40ba658e2026-10-19 19:54:38, scoring_agentidentity id MBR-017186, confidence 0.986, method probabilistic, matched record CLM-422963, policy version 1
- Record linked automaticallyf17047064f2026-10-19 19:52:09, scoring_agentidentity id MBR-017186, confidence 0.986, method probabilistic, matched record CLM-422963, policy version 1
- Record linked automatically02b3e134db2026-10-19 19:45:42, scoring_agentidentity id MBR-017186, confidence 0.986, method probabilistic, matched record CLM-422963, policy version 1
- Record linked automatically695692446a2026-10-19 19:32:31, scoring_agentidentity id MBR-017186, confidence 0.986, method probabilistic, matched record CLM-422963, policy version 1
- Record linked automatically363c7a67d62026-10-19 19:31:28, matching_agentidentity id MBR-015681, confidence 0.96, rule D3 member_id + name, method deterministic, matched record ENR-130248